Learning as search optimization: approximate large margin methods for structured prediction.
Hal Daumé IIIDaniel MarcuPublished in: ICML (2005)
Keyphrases
- structured prediction
- discriminative learning
- maximum margin
- learning algorithm
- structured output
- efficient learning
- structured learning
- markov networks
- latent variables
- information retrieval
- learning tasks
- conditional random fields
- reinforcement learning
- structured prediction problems
- inductive inference
- machine learning algorithms
- graphical models
- supervised learning
- multi class
- prior knowledge